ml_grid.model_classes.quadratic_discriminant_class

Defines the QuadraticDiscriminantAnalysis model class.

Classes

quadratic_discriminant_analysis_class

Initializes the quadratic_discriminant_analysis_class.

Module Contents

class ml_grid.model_classes.quadratic_discriminant_class.quadratic_discriminant_analysis_class(X: pandas.DataFrame | None = None, y: pandas.Series | None = None, parameter_space_size: str | None = None)

Initializes the quadratic_discriminant_analysis_class.

Parameters:

• X (Optional[pd.DataFrame]) – Feature matrix for training. Defaults to None.

• y (Optional[pd.Series]) – Target vector for training. Defaults to None.

• parameter_space_size (Optional[str]) – Size of the parameter space for optimization. Defaults to None.

X = None

y = None

algorithm_implementation

method_name = 'QuadraticDiscriminantAnalysis'

parameter_vector_space